The OlmoEarth v1.1 family introduces updated weights for geospatial intelligence. These models outperform previous versions on remote sensing benchmarks while requiring fewer compute resources for inference. Hugging Face optimized the training pipeline to improve spatial reasoning. Practitioners can now deploy more efficient vision-language models for satellite imagery analysis and environmental monitoring tasks.